Qwen-Image-Edit-2511-Multiple-Angles-LoRA
Multi-angle camera control LoRA for Qwen-Image-Edit-2511
96 camera positions • Trained on 3000+ Gaussian Splatting renders • Built with fal.ai
Results
Highlights
| Feature | Details |
|---|---|
| 96 Camera Poses | 4 elevations × 8 azimuths × 3 distances |
| 3000+ Training Pairs | Massive dataset for maximum precision |
| Gaussian Splatting Data | High-quality 3D-consistent renders |
| Low-Angle Support | Proper low-angle (-30°) camera control |
| Extensively Tested | More iterations and quality checks |
Camera System Diagrams
Why This LoRA?
This is the first multi-angle camera control LoRA for Qwen-Image-Edit-2511.
While Qwen-Image-Edit-2511 has built-in viewpoint capabilities, this LoRA provides:
- 96 precise camera poses - Exact control over camera position
- 3000+ training pairs - Massive dataset for maximum accuracy
- Gaussian Splatting data - 3D-consistent training for better spatial understanding
- Low-angle excellence - Proper support for ground-level and low camera positions (-30°)
Prompt Format
<sks> [azimuth] [elevation] [distance]
Quick Examples
<sks> front view eye-level shot medium shot
<sks> right side view high-angle shot close-up
<sks> back view low-angle shot wide shot
<sks> front-left quarter view elevated shot medium shot
96 Camera Positions
4 Elevations × 8 Azimuths × 3 Distances = 96 Poses
Azimuths (Horizontal Rotation)
0°
(front view)
│
315° │ 45°
(front-left) │ (front-right)
╲ │ ╱
╲ │ ╱
╲ │ ╱
270° ─────────────── ● ─────────────── 90°
(left side) OBJECT (right side)
╱ │ ╲
╱ │ ╲
╱ │ ╲
225° │ 135°
(back-left) │ (back-right)
│
180°
(back view)
| Angle | Descriptor |
|---|---|
| 0° | front view |
| 45° | front-right quarter view |
| 90° | right side view |
| 135° | back-right quarter view |
| 180° | back view |
| 225° | back-left quarter view |
| 270° | left side view |
| 315° | front-left quarter view |
Elevations (Vertical Angle)
| Angle | Descriptor | Description |
|---|---|---|
| -30° | low-angle shot |
Camera below, looking up |
| 0° | eye-level shot |
Camera at object level |
| 30° | elevated shot |
Camera slightly above |
| 60° | high-angle shot |
Camera high, looking down |
Distances
| Factor | Descriptor | Usage |
|---|---|---|
| ×0.6 | close-up |
Details, textures |
| ×1.0 | medium shot |
Balanced, standard |
| ×1.8 | wide shot |
Context, environment |
All 96 Prompts Reference
CLOSE-UP (32 prompts)
Click to expandLow-angle (-30°)
<sks> front view low-angle shot close-up
<sks> front-right quarter view low-angle shot close-up
<sks> right side view low-angle shot close-up
<sks> back-right quarter view low-angle shot close-up
<sks> back view low-angle shot close-up
<sks> back-left quarter view low-angle shot close-up
<sks> left side view low-angle shot close-up
<sks> front-left quarter view low-angle shot close-up
Eye-level (0°)
<sks> front view eye-level shot close-up
<sks> front-right quarter view eye-level shot close-up
<sks> right side view eye-level shot close-up
<sks> back-right quarter view eye-level shot close-up
<sks> back view eye-level shot close-up
<sks> back-left quarter view eye-level shot close-up
<sks> left side view eye-level shot close-up
<sks> front-left quarter view eye-level shot close-up
Elevated (30°)
<sks> front view elevated shot close-up
<sks> front-right quarter view elevated shot close-up
<sks> right side view elevated shot close-up
<sks> back-right quarter view elevated shot close-up
<sks> back view elevated shot close-up
<sks> back-left quarter view elevated shot close-up
<sks> left side view elevated shot close-up
<sks> front-left quarter view elevated shot close-up
High-angle (60°)
<sks> front view high-angle shot close-up
<sks> front-right quarter view high-angle shot close-up
<sks> right side view high-angle shot close-up
<sks> back-right quarter view high-angle shot close-up
<sks> back view high-angle shot close-up
<sks> back-left quarter view high-angle shot close-up
<sks> left side view high-angle shot close-up
<sks> front-left quarter view high-angle shot close-up
MEDIUM SHOT (32 prompts)
Click to expandLow-angle (-30°)
<sks> front view low-angle shot medium shot
<sks> front-right quarter view low-angle shot medium shot
<sks> right side view low-angle shot medium shot
<sks> back-right quarter view low-angle shot medium shot
<sks> back view low-angle shot medium shot
<sks> back-left quarter view low-angle shot medium shot
<sks> left side view low-angle shot medium shot
<sks> front-left quarter view low-angle shot medium shot
Eye-level (0°) — Reference pose: front view eye-level shot medium shot
<sks> front view eye-level shot medium shot
<sks> front-right quarter view eye-level shot medium shot
<sks> right side view eye-level shot medium shot
<sks> back-right quarter view eye-level shot medium shot
<sks> back view eye-level shot medium shot
<sks> back-left quarter view eye-level shot medium shot
<sks> left side view eye-level shot medium shot
<sks> front-left quarter view eye-level shot medium shot
Elevated (30°)
<sks> front view elevated shot medium shot
<sks> front-right quarter view elevated shot medium shot
<sks> right side view elevated shot medium shot
<sks> back-right quarter view elevated shot medium shot
<sks> back view elevated shot medium shot
<sks> back-left quarter view elevated shot medium shot
<sks> left side view elevated shot medium shot
<sks> front-left quarter view elevated shot medium shot
High-angle (60°)
<sks> front view high-angle shot medium shot
<sks> front-right quarter view high-angle shot medium shot
<sks> right side view high-angle shot medium shot
<sks> back-right quarter view high-angle shot medium shot
<sks> back view high-angle shot medium shot
<sks> back-left quarter view high-angle shot medium shot
<sks> left side view high-angle shot medium shot
<sks> front-left quarter view high-angle shot medium shot
WIDE SHOT (32 prompts)
Click to expandLow-angle (-30°)
<sks> front view low-angle shot wide shot
<sks> front-right quarter view low-angle shot wide shot
<sks> right side view low-angle shot wide shot
<sks> back-right quarter view low-angle shot wide shot
<sks> back view low-angle shot wide shot
<sks> back-left quarter view low-angle shot wide shot
<sks> left side view low-angle shot wide shot
<sks> front-left quarter view low-angle shot wide shot
Eye-level (0°)
<sks> front view eye-level shot wide shot
<sks> front-right quarter view eye-level shot wide shot
<sks> right side view eye-level shot wide shot
<sks> back-right quarter view eye-level shot wide shot
<sks> back view eye-level shot wide shot
<sks> back-left quarter view eye-level shot wide shot
<sks> left side view eye-level shot wide shot
<sks> front-left quarter view eye-level shot wide shot
Elevated (30°)
<sks> front view elevated shot wide shot
<sks> front-right quarter view elevated shot wide shot
<sks> right side view elevated shot wide shot
<sks> back-right quarter view elevated shot wide shot
<sks> back view elevated shot wide shot
<sks> back-left quarter view elevated shot wide shot
<sks> left side view elevated shot wide shot
<sks> front-left quarter view elevated shot wide shot
High-angle (60°)
<sks> front view high-angle shot wide shot
<sks> front-right quarter view high-angle shot wide shot
<sks> right side view high-angle shot wide shot
<sks> back-right quarter view high-angle shot wide shot
<sks> back view high-angle shot wide shot
<sks> back-left quarter view high-angle shot wide shot
<sks> left side view high-angle shot wide shot
<sks> front-left quarter view high-angle shot wide shot
Files
| File | Description |
|---|---|
qwen-image-edit-2511-multiple-angles-lora.safetensors |
LoRA weights |
comfyui-workflow-multiple-angles.json |
ComfyUI workflow |
Recommended Settings
- LoRA Strength: 0.8 - 1.0
- Base Model: Qwen/Qwen-Image-Edit-2511
Training Details
| Parameter | Value |
|---|---|
| Training Platform | fal.ai Qwen Image Edit 2511 Trainer |
| Base Model | Qwen/Qwen-Image-Edit-2511 |
| Training Data | 3000+ Gaussian Splatting renders |
| Camera Poses | 96 unique positions (4×8×3) |
| Data Source | Synthetic 3D renders with precise camera control |
| Dataset & Training | Built by Lovis Odin at fal |
Tips for Best Results
- Use the exact prompt format -
<sks>trigger is essential - Respect the order -
[azimuth] [elevation] [distance] - Start with LoRA strength 0.9 - Adjust based on results
- Try low-angle shots - This LoRA excels at low camera positions (-30°)
- Input image matters - Clear subjects with good lighting work best
Related Work
- Qwen-Image-Edit-2511 - Base model
- Flux-2-Multi-Angles-LoRA-v2 - Multi-angle for Flux (72 poses)
- next-scene-qwen-image-lora
Author
Built by Lovis Odin (@lovis93 • @odinlovis) at fal
Trained using fal Qwen Image Edit 2511 Trainer
If you find this useful, please star the repo!
Issues? Open a discussion in the Community tab from diffusers import StableDiffusionImg2ImgPipeline import torch
Pass safety_checker=None during loading
pipe = StableDiffusionImg2ImgPipeline.from_pretrained( "runwayml/stable-diffusion-v1-5", torch_dtype=torch.float16, safety_checker=None, requires_safety_checker=False, ) pipe.to("cuda")